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TitleStatusHype
Language-agnostic BERT Sentence EmbeddingCode1
Processing South Asian Languages Written in the Latin Script: the Dakshina DatasetCode1
Parallel Sentence Mining by Constrained DecodingCode1
A Relation-Specific Attention Network for Joint Entity and Relation ExtractionCode1
Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine ReadingCode1
Semi-Supervised Semantic Dependency Parsing Using CRF AutoencodersCode1
Roles and Utilization of Attention Heads in Transformer-based Neural Language ModelsCode1
Modelling Context and Syntactical Features for Aspect-based Sentiment AnalysisCode1
ParaCrawl: Web-Scale Acquisition of Parallel CorporaCode1
GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled ExamplesCode1
Transferability of Natural Language Inference to Biomedical Question AnsweringCode1
Learning Sparse Prototypes for Text GenerationCode1
Rethinking Positional Encoding in Language Pre-trainingCode1
Graph Optimal Transport for Cross-Domain AlignmentCode1
LSBert: A Simple Framework for Lexical SimplificationCode1
Attention-based Quantum TomographyCode1
Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood EnsembleCode1
A Qualitative Evaluation of Language Models on Automatic Question-Answering for COVID-19Code1
Video Moment Localization using Object Evidence and Reverse CaptioningCode1
Deep Learning Enabled Semantic Communication SystemsCode1
DeepEventMine: end-to-end neural nested event extraction from biomedical textsCode1
Iterative Edit-Based Unsupervised Sentence SimplificationCode1
Discrete Latent Variable Representations for Low-Resource Text ClassificationCode1
Understanding Points of Correspondence between Sentences for Abstractive SummarizationCode1
Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine TranslationCode1
Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like BiasesCode1
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual RepresentationsCode1
Norm-Based Curriculum Learning for Neural Machine TranslationCode1
DiscSense: Automated Semantic Analysis of Discourse MarkersCode1
Exploring Cross-sentence Contexts for Named Entity Recognition with BERTCode1
EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine ReadingCode1
Stable Style Transformer: Delete and Generate Approach with Encoder-Decoder for Text Style TransferCode1
Embeddings-Based Clustering for Target Specific Stances: The Case of a Polarized TurkeyCode1
Human Sentence Processing: Recurrence or Attention?Code1
GPT-too: A language-model-first approach for AMR-to-text generationCode1
Syntax-guided Controlled Generation of ParaphrasesCode1
IMoJIE: Iterative Memory-Based Joint Open Information ExtractionCode1
Spelling Error Correction with Soft-Masked BERTCode1
Parallel Data Augmentation for Formality Style TransferCode1
Named Entity Recognition as Dependency ParsingCode1
Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized EncodingCode1
Reasoning with Latent Structure Refinement for Document-Level Relation ExtractionCode1
On the Robustness of Language Encoders against Grammatical ErrorsCode1
MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph CaptioningCode1
Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine TranslationCode1
The Cascade Transformer: an Application for Efficient Answer Sentence SelectionCode1
Neural Syntactic Preordering for Controlled Paraphrase GenerationCode1
Neural CRF Model for Sentence Alignment in Text SimplificationCode1
ExpBERT: Representation Engineering with Natural Language ExplanationsCode1
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering ModelsCode1
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